Author

Ariba Ansari

International Institute of Information Technology, HyderabadORCID 0000-0002-7093-3717Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Organism:human· 1 Research Focus:protein structure prediction· 1 Assay:whole-exome sequencing· 1

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Akansha Srivastava· 1 shared Aswin Jose· 1 shared Palakkad Krishnan Unni VinodiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperSystems Biology

Akansha Srivastava

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1 paper

Recent·Most cited

Systems BiologyBriefings in BioinformaticsPeer-reviewedJul 1, 2025

DeepGraphMut: A graph-based deep learning methodfor cancer prognosis using somatic mutation profile

Aswin Jose, Akansha Srivastava, Ariba Ansari, Palakkad Krishnan Unni Vinod

DeepGraphMut uses graph-based deep learning to predict cancer prognosis from somatic mutation data, identifying subtypes and achieving high survival prediction accuracy across 16 cancer types.

4 citations

humanwhole-exome sequencing

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